ChristofHenkel

kaggle-landmark-2021-1st-place. Jupyter Notebook

kaggle-asl-fingerspelling-1st-place-solution. 1st place solution to the Google - American Sign Language Fingerspelling Recognition competition

kaggle-birdclef2021-2nd-place. Python

kaggle-cryoet-1st-place-segmentation. Python

kaggle-siim-covid-detection-9th-place. Jupyter Notebook

kaggle-birdclef24-3rd-place-solution-dieter. Python

toxic_comments. Python

hyperbolic-image-embeddings. Supplementary code for the paper "Hyperbolic Image Embeddings".

hpa-single-cell-3rd-place-dieter. Python

dieters-blog-v2. CSS

Next-ViT. Python

dieters-blog. HTML

google-images-download. Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!

FLIP. A collection of tasks to probe the effectiveness of protein sequence representations in modeling aspects of protein design

household_image_classification. Python

speech_recognition. Python

MONAI. AI Toolkit for Healthcare Imaging

neural_style_transfer. Jupyter Notebook

segmentation_models.pytorch. Segmentation models with pretrained backbones. PyTorch.

yolov7. Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

openfold. Trainable, memory-efficient, and GPU-friendly PyTorch reproduction of AlphaFold 2

stablediffusion. High-Resolution Image Synthesis with Latent Diffusion Models

fastpages. An easy to use blogging platform, with enhanced support for Jupyter Notebooks.

albumentations. Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

GermanWordEmbeddings. Toolkit to obtain and preprocess german corpora, train models via gensim's word2vec and evaluate them with generated testsets